DocumentCode :
581977
Title :
Multi-objective robust control of flexible-link manipulators based on fuzzy singularly perturbed model with multiple perturbation parameters
Author :
Yuan, Yuan ; Fuchun, Sun ; Huaping, Liu ; Qinyi, Wang
Author_Institution :
Comput. Sci. Dept. & Technol., Tsinghua Univ., Beijing, China
fYear :
2012
fDate :
25-27 July 2012
Firstpage :
2613
Lastpage :
2617
Abstract :
In this paper, we propose a fuzzy singularly perturbed model with multiple perturbation parameters to approximate the model of flexible-link manipulators. Because of the calculation stiffness in dealing with such a multiple time scale system, singular perturbed strategy is used in the control of flexible-link manipulators, which take more advantages than rigid-link manipulators. To approximate the nonlinear multi-time scale system more precisely, a fuzzy singularly perturbed model with multiple perturbation parameters is adopted, which is an extension of the one with a single perturbation parameter. In the framework of this model, a multi-objective robust controller is developed and its parameter independent solution is derived in the form of linear matrix inequalities. Some simulation results are given to show the effectiveness of the proposed approach using in the control of flexible-link manipulators.
Keywords :
approximation theory; control system synthesis; elastic constants; flexible manipulators; fuzzy control; linear matrix inequalities; nonlinear control systems; robust control; singularly perturbed systems; flexible-link manipulator model approximation; fuzzy singularly perturbed model; linear matrix inequalities; multiobjective robust controller development; multiple perturbation parameters; nonlinear multitime scale system approximation; parameter independent solution; stiffness calculation; Bismuth; Computational modeling; Linear matrix inequalities; Manipulators; Robust control; Robustness; Support vector machine classification; Fuzzy singularly perturbed model (FSPM); flexible-link manipulator; multi-objective robust control; multiple perturbation parameters;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (CCC), 2012 31st Chinese
Conference_Location :
Hefei
ISSN :
1934-1768
Print_ISBN :
978-1-4673-2581-3
Type :
conf
Filename :
6390366
Link To Document :
بازگشت